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<p><code>#include &lt;<a class="el" href="_svm_problems_8h_source.html">shark/Algorithms/QP/SvmProblems.h</a>&gt;</code></p>
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  <img id="dynsection-0-trigger" src="closed.png" alt="+"/> Inheritance diagram for shark::SvmShrinkingProblem&lt; Problem &gt;:</div>
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<table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="pub-methods" name="pub-methods"></a>
Public Member Functions</h2></td></tr>
<tr class="memitem:a520bb3904668c9c62b43aad128ada107" id="r_a520bb3904668c9c62b43aad128ada107"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_svm_shrinking_problem.html#a520bb3904668c9c62b43aad128ada107">SvmShrinkingProblem</a> (Problem &amp;problem, bool <a class="el" href="structshark_1_1_box_based_shrinking_strategy.html#aaa20fc55d3f28d930e26ca577621c44d">shrink</a>=true)</td></tr>
<tr class="separator:a520bb3904668c9c62b43aad128ada107"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="inherit_header pub_methods_structshark_1_1_box_based_shrinking_strategy"><td colspan="2" onclick="javascript:toggleInherit('pub_methods_structshark_1_1_box_based_shrinking_strategy')"><img src="closed.png" alt="-"/>&#160;Public Member Functions inherited from <a class="el" href="structshark_1_1_box_based_shrinking_strategy.html">shark::BoxBasedShrinkingStrategy&lt; SvmProblem&lt; Problem &gt; &gt;</a></td></tr>
<tr class="memitem:a80dbbcad0a023740c8d0bfa4a6ac4a99 inherit pub_methods_structshark_1_1_box_based_shrinking_strategy" id="r_a80dbbcad0a023740c8d0bfa4a6ac4a99"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structshark_1_1_box_based_shrinking_strategy.html#a80dbbcad0a023740c8d0bfa4a6ac4a99">BoxBasedShrinkingStrategy</a> (ProblemT &amp;problem, bool shrink=true)</td></tr>
<tr class="separator:a80dbbcad0a023740c8d0bfa4a6ac4a99 inherit pub_methods_structshark_1_1_box_based_shrinking_strategy"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a1bddc03ff11fb5f104e2f1000c7b2093 inherit pub_methods_structshark_1_1_box_based_shrinking_strategy" id="r_a1bddc03ff11fb5f104e2f1000c7b2093"><td class="memItemLeft" align="right" valign="top">virtual void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structshark_1_1_box_based_shrinking_strategy.html#a1bddc03ff11fb5f104e2f1000c7b2093">updateSMO</a> (std::size_t i, std::size_t j)</td></tr>
<tr class="separator:a1bddc03ff11fb5f104e2f1000c7b2093 inherit pub_methods_structshark_1_1_box_based_shrinking_strategy"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:aaa20fc55d3f28d930e26ca577621c44d inherit pub_methods_structshark_1_1_box_based_shrinking_strategy" id="r_aaa20fc55d3f28d930e26ca577621c44d"><td class="memItemLeft" align="right" valign="top">bool&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structshark_1_1_box_based_shrinking_strategy.html#aaa20fc55d3f28d930e26ca577621c44d">shrink</a> (double epsilon)</td></tr>
<tr class="separator:aaa20fc55d3f28d930e26ca577621c44d inherit pub_methods_structshark_1_1_box_based_shrinking_strategy"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:adff09578370110d58328cf69e965a5fe inherit pub_methods_structshark_1_1_box_based_shrinking_strategy" id="r_adff09578370110d58328cf69e965a5fe"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structshark_1_1_box_based_shrinking_strategy.html#adff09578370110d58328cf69e965a5fe">unshrink</a> ()</td></tr>
<tr class="memdesc:adff09578370110d58328cf69e965a5fe inherit pub_methods_structshark_1_1_box_based_shrinking_strategy"><td class="mdescLeft">&#160;</td><td class="mdescRight">Unshrink the problem.  <br /></td></tr>
<tr class="separator:adff09578370110d58328cf69e965a5fe inherit pub_methods_structshark_1_1_box_based_shrinking_strategy"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:af9a1833825c43ee5492fde78d85cf0c5 inherit pub_methods_structshark_1_1_box_based_shrinking_strategy" id="r_af9a1833825c43ee5492fde78d85cf0c5"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structshark_1_1_box_based_shrinking_strategy.html#af9a1833825c43ee5492fde78d85cf0c5">setShrinking</a> (bool shrinking)</td></tr>
<tr class="separator:af9a1833825c43ee5492fde78d85cf0c5 inherit pub_methods_structshark_1_1_box_based_shrinking_strategy"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a6e718159c7a2ae9bb6e828792da068e3 inherit pub_methods_structshark_1_1_box_based_shrinking_strategy" id="r_a6e718159c7a2ae9bb6e828792da068e3"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structshark_1_1_box_based_shrinking_strategy.html#a6e718159c7a2ae9bb6e828792da068e3">setInitialSolution</a> (RealVector const &amp;alpha, RealVector const &amp;gradient, RealVector const &amp;gradientEdge)</td></tr>
<tr class="memdesc:a6e718159c7a2ae9bb6e828792da068e3 inherit pub_methods_structshark_1_1_box_based_shrinking_strategy"><td class="mdescLeft">&#160;</td><td class="mdescRight">Define the initial solution for the iterative solver.  <br /></td></tr>
<tr class="separator:a6e718159c7a2ae9bb6e828792da068e3 inherit pub_methods_structshark_1_1_box_based_shrinking_strategy"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ad81b0fa8a8c66781fcfdc126c49cd27e inherit pub_methods_structshark_1_1_box_based_shrinking_strategy" id="r_ad81b0fa8a8c66781fcfdc126c49cd27e"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structshark_1_1_box_based_shrinking_strategy.html#ad81b0fa8a8c66781fcfdc126c49cd27e">setInitialSolution</a> (RealVector const &amp;alpha)</td></tr>
<tr class="memdesc:ad81b0fa8a8c66781fcfdc126c49cd27e inherit pub_methods_structshark_1_1_box_based_shrinking_strategy"><td class="mdescLeft">&#160;</td><td class="mdescRight">Define the initial solution for the iterative solver.  <br /></td></tr>
<tr class="separator:ad81b0fa8a8c66781fcfdc126c49cd27e inherit pub_methods_structshark_1_1_box_based_shrinking_strategy"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a28001ad176039adccb83869d0b0867f8 inherit pub_methods_structshark_1_1_box_based_shrinking_strategy" id="r_a28001ad176039adccb83869d0b0867f8"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structshark_1_1_box_based_shrinking_strategy.html#a28001ad176039adccb83869d0b0867f8">deactivateVariable</a> (std::size_t i)</td></tr>
<tr class="memdesc:a28001ad176039adccb83869d0b0867f8 inherit pub_methods_structshark_1_1_box_based_shrinking_strategy"><td class="mdescLeft">&#160;</td><td class="mdescRight">Remove the i-th example from the problem.  <br /></td></tr>
<tr class="separator:a28001ad176039adccb83869d0b0867f8 inherit pub_methods_structshark_1_1_box_based_shrinking_strategy"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:abb019d7a60a63b0555442f946fc346e3 inherit pub_methods_structshark_1_1_box_based_shrinking_strategy" id="r_abb019d7a60a63b0555442f946fc346e3"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structshark_1_1_box_based_shrinking_strategy.html#abb019d7a60a63b0555442f946fc346e3">scaleBoxConstraints</a> (double factor, double variableScalingFactor)</td></tr>
<tr class="memdesc:abb019d7a60a63b0555442f946fc346e3 inherit pub_methods_structshark_1_1_box_based_shrinking_strategy"><td class="mdescLeft">&#160;</td><td class="mdescRight">Scales all box constraints by a constant factor and adapts the solution by scaling it by the same factor.  <br /></td></tr>
<tr class="separator:abb019d7a60a63b0555442f946fc346e3 inherit pub_methods_structshark_1_1_box_based_shrinking_strategy"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ab68691e44171a2cc4659c19c9a0125d6 inherit pub_methods_structshark_1_1_box_based_shrinking_strategy" id="r_ab68691e44171a2cc4659c19c9a0125d6"><td class="memItemLeft" align="right" valign="top">virtual void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structshark_1_1_box_based_shrinking_strategy.html#ab68691e44171a2cc4659c19c9a0125d6">setLinear</a> (std::size_t i, double newValue)</td></tr>
<tr class="memdesc:ab68691e44171a2cc4659c19c9a0125d6 inherit pub_methods_structshark_1_1_box_based_shrinking_strategy"><td class="mdescLeft">&#160;</td><td class="mdescRight">adapts the linear part of the problem and updates the internal data structures accordingly.  <br /></td></tr>
<tr class="separator:ab68691e44171a2cc4659c19c9a0125d6 inherit pub_methods_structshark_1_1_box_based_shrinking_strategy"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a123fe7062f93d420c0e0350500791bfa inherit pub_methods_structshark_1_1_box_based_shrinking_strategy" id="r_a123fe7062f93d420c0e0350500791bfa"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structshark_1_1_box_based_shrinking_strategy.html#a123fe7062f93d420c0e0350500791bfa">flipCoordinates</a> (std::size_t i, std::size_t j)</td></tr>
<tr class="memdesc:a123fe7062f93d420c0e0350500791bfa inherit pub_methods_structshark_1_1_box_based_shrinking_strategy"><td class="mdescLeft">&#160;</td><td class="mdescRight">swap indizes (i,j)  <br /></td></tr>
<tr class="separator:a123fe7062f93d420c0e0350500791bfa inherit pub_methods_structshark_1_1_box_based_shrinking_strategy"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="inherit_header pub_methods_classshark_1_1_svm_problem"><td colspan="2" onclick="javascript:toggleInherit('pub_methods_classshark_1_1_svm_problem')"><img src="closed.png" alt="-"/>&#160;Public Member Functions inherited from <a class="el" href="classshark_1_1_svm_problem.html">shark::SvmProblem&lt; Problem &gt;</a></td></tr>
<tr class="memitem:ad10f8907862c01b1fc4ec5cd0ff06823 inherit pub_methods_classshark_1_1_svm_problem" id="r_ad10f8907862c01b1fc4ec5cd0ff06823"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_svm_problem.html#ad10f8907862c01b1fc4ec5cd0ff06823">SvmProblem</a> (Problem &amp;problem)</td></tr>
<tr class="separator:ad10f8907862c01b1fc4ec5cd0ff06823 inherit pub_methods_classshark_1_1_svm_problem"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a42f4bb52a5e7c0415519da0ecf060edf inherit pub_methods_classshark_1_1_svm_problem" id="r_a42f4bb52a5e7c0415519da0ecf060edf"><td class="memItemLeft" align="right" valign="top">std::size_t&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_svm_problem.html#a42f4bb52a5e7c0415519da0ecf060edf">dimensions</a> () const</td></tr>
<tr class="separator:a42f4bb52a5e7c0415519da0ecf060edf inherit pub_methods_classshark_1_1_svm_problem"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a1e36b705c5de7db9cc1a9882753d8102 inherit pub_methods_classshark_1_1_svm_problem" id="r_a1e36b705c5de7db9cc1a9882753d8102"><td class="memItemLeft" align="right" valign="top">std::size_t&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_svm_problem.html#a1e36b705c5de7db9cc1a9882753d8102">active</a> () const</td></tr>
<tr class="separator:a1e36b705c5de7db9cc1a9882753d8102 inherit pub_methods_classshark_1_1_svm_problem"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:aeb63064bffd6c4f4ff157a45535bb142 inherit pub_methods_classshark_1_1_svm_problem" id="r_aeb63064bffd6c4f4ff157a45535bb142"><td class="memItemLeft" align="right" valign="top">double&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_svm_problem.html#aeb63064bffd6c4f4ff157a45535bb142">boxMin</a> (std::size_t i) const</td></tr>
<tr class="separator:aeb63064bffd6c4f4ff157a45535bb142 inherit pub_methods_classshark_1_1_svm_problem"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:afc78269e1b3b3f0372018eb3172db25e inherit pub_methods_classshark_1_1_svm_problem" id="r_afc78269e1b3b3f0372018eb3172db25e"><td class="memItemLeft" align="right" valign="top">double&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_svm_problem.html#afc78269e1b3b3f0372018eb3172db25e">boxMax</a> (std::size_t i) const</td></tr>
<tr class="separator:afc78269e1b3b3f0372018eb3172db25e inherit pub_methods_classshark_1_1_svm_problem"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a39babf310726215d71ef6e29235342c9 inherit pub_methods_classshark_1_1_svm_problem" id="r_a39babf310726215d71ef6e29235342c9"><td class="memItemLeft" align="right" valign="top">bool&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_svm_problem.html#a39babf310726215d71ef6e29235342c9">isLowerBound</a> (std::size_t i) const</td></tr>
<tr class="separator:a39babf310726215d71ef6e29235342c9 inherit pub_methods_classshark_1_1_svm_problem"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ab02d8e8ba4ed8d48ba32fed34c6a1247 inherit pub_methods_classshark_1_1_svm_problem" id="r_ab02d8e8ba4ed8d48ba32fed34c6a1247"><td class="memItemLeft" align="right" valign="top">bool&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_svm_problem.html#ab02d8e8ba4ed8d48ba32fed34c6a1247">isUpperBound</a> (std::size_t i) const</td></tr>
<tr class="separator:ab02d8e8ba4ed8d48ba32fed34c6a1247 inherit pub_methods_classshark_1_1_svm_problem"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ac12ebec3daaab85111af6dd0561e993e inherit pub_methods_classshark_1_1_svm_problem" id="r_ac12ebec3daaab85111af6dd0561e993e"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classshark_1_1_svm_problem.html#a4e039c8a44164e2f96137119779ef344">MatrixType</a> &amp;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_svm_problem.html#ac12ebec3daaab85111af6dd0561e993e">quadratic</a> ()</td></tr>
<tr class="memdesc:ac12ebec3daaab85111af6dd0561e993e inherit pub_methods_classshark_1_1_svm_problem"><td class="mdescLeft">&#160;</td><td class="mdescRight">representation of the quadratic part of the objective function  <br /></td></tr>
<tr class="separator:ac12ebec3daaab85111af6dd0561e993e inherit pub_methods_classshark_1_1_svm_problem"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:afe5c70e6047a13481b3f3dbfbd3b7b4e inherit pub_methods_classshark_1_1_svm_problem" id="r_afe5c70e6047a13481b3f3dbfbd3b7b4e"><td class="memItemLeft" align="right" valign="top">double&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_svm_problem.html#afe5c70e6047a13481b3f3dbfbd3b7b4e">linear</a> (std::size_t i) const</td></tr>
<tr class="separator:afe5c70e6047a13481b3f3dbfbd3b7b4e inherit pub_methods_classshark_1_1_svm_problem"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a97a8afab15ad38ec1fb321317f9454a1 inherit pub_methods_classshark_1_1_svm_problem" id="r_a97a8afab15ad38ec1fb321317f9454a1"><td class="memItemLeft" align="right" valign="top">double&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_svm_problem.html#a97a8afab15ad38ec1fb321317f9454a1">alpha</a> (std::size_t i) const</td></tr>
<tr class="separator:a97a8afab15ad38ec1fb321317f9454a1 inherit pub_methods_classshark_1_1_svm_problem"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:aa8f67d9116f73ddd35faf9f16d13e39f inherit pub_methods_classshark_1_1_svm_problem" id="r_aa8f67d9116f73ddd35faf9f16d13e39f"><td class="memItemLeft" align="right" valign="top">double&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_svm_problem.html#aa8f67d9116f73ddd35faf9f16d13e39f">diagonal</a> (std::size_t i) const</td></tr>
<tr class="separator:aa8f67d9116f73ddd35faf9f16d13e39f inherit pub_methods_classshark_1_1_svm_problem"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ae638f4ac4dba40b797e5f6cfd2244c77 inherit pub_methods_classshark_1_1_svm_problem" id="r_ae638f4ac4dba40b797e5f6cfd2244c77"><td class="memItemLeft" align="right" valign="top">double&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_svm_problem.html#ae638f4ac4dba40b797e5f6cfd2244c77">gradient</a> (std::size_t i) const</td></tr>
<tr class="separator:ae638f4ac4dba40b797e5f6cfd2244c77 inherit pub_methods_classshark_1_1_svm_problem"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:aac1b3e0a3248593ed5b917940ea8625f inherit pub_methods_classshark_1_1_svm_problem" id="r_aac1b3e0a3248593ed5b917940ea8625f"><td class="memItemLeft" align="right" valign="top">std::size_t&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_svm_problem.html#aac1b3e0a3248593ed5b917940ea8625f">permutation</a> (std::size_t i) const</td></tr>
<tr class="separator:aac1b3e0a3248593ed5b917940ea8625f inherit pub_methods_classshark_1_1_svm_problem"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:acb8152953435a41f851793490341d4c3 inherit pub_methods_classshark_1_1_svm_problem" id="r_acb8152953435a41f851793490341d4c3"><td class="memItemLeft" align="right" valign="top">RealVector&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_svm_problem.html#acb8152953435a41f851793490341d4c3">getUnpermutedAlpha</a> () const</td></tr>
<tr class="separator:acb8152953435a41f851793490341d4c3 inherit pub_methods_classshark_1_1_svm_problem"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a31367cdd5b8129925a6c0e70515b4e0d inherit pub_methods_classshark_1_1_svm_problem" id="r_a31367cdd5b8129925a6c0e70515b4e0d"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_svm_problem.html#a31367cdd5b8129925a6c0e70515b4e0d">updateSMO</a> (std::size_t i, std::size_t j)</td></tr>
<tr class="memdesc:a31367cdd5b8129925a6c0e70515b4e0d inherit pub_methods_classshark_1_1_svm_problem"><td class="mdescLeft">&#160;</td><td class="mdescRight">Does an update of SMO given a working set with indices i and j.  <br /></td></tr>
<tr class="separator:a31367cdd5b8129925a6c0e70515b4e0d inherit pub_methods_classshark_1_1_svm_problem"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:aff44e8756f1ce22489ff00bdb25cb95d inherit pub_methods_classshark_1_1_svm_problem" id="r_aff44e8756f1ce22489ff00bdb25cb95d"><td class="memItemLeft" align="right" valign="top">double&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_svm_problem.html#aff44e8756f1ce22489ff00bdb25cb95d">functionValue</a> () const</td></tr>
<tr class="memdesc:aff44e8756f1ce22489ff00bdb25cb95d inherit pub_methods_classshark_1_1_svm_problem"><td class="mdescLeft">&#160;</td><td class="mdescRight">Returns the current function value of the problem.  <br /></td></tr>
<tr class="separator:aff44e8756f1ce22489ff00bdb25cb95d inherit pub_methods_classshark_1_1_svm_problem"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:aa98f2e4bcbd2311dd36f1c28ade75bd2 inherit pub_methods_classshark_1_1_svm_problem" id="r_aa98f2e4bcbd2311dd36f1c28ade75bd2"><td class="memItemLeft" align="right" valign="top">bool&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_svm_problem.html#aa98f2e4bcbd2311dd36f1c28ade75bd2">shrink</a> (double)</td></tr>
<tr class="separator:aa98f2e4bcbd2311dd36f1c28ade75bd2 inherit pub_methods_classshark_1_1_svm_problem"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a073a4ac3cd7dddbd840fe8b38ca2b399 inherit pub_methods_classshark_1_1_svm_problem" id="r_a073a4ac3cd7dddbd840fe8b38ca2b399"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_svm_problem.html#a073a4ac3cd7dddbd840fe8b38ca2b399">reshrink</a> ()</td></tr>
<tr class="separator:a073a4ac3cd7dddbd840fe8b38ca2b399 inherit pub_methods_classshark_1_1_svm_problem"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ad1472ef03326d4e0d8a98f4a3d7e159a inherit pub_methods_classshark_1_1_svm_problem" id="r_ad1472ef03326d4e0d8a98f4a3d7e159a"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_svm_problem.html#ad1472ef03326d4e0d8a98f4a3d7e159a">unshrink</a> ()</td></tr>
<tr class="separator:ad1472ef03326d4e0d8a98f4a3d7e159a inherit pub_methods_classshark_1_1_svm_problem"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:aa19eecb264f01e1e3f8aa07640004d7b inherit pub_methods_classshark_1_1_svm_problem" id="r_aa19eecb264f01e1e3f8aa07640004d7b"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_svm_problem.html#aa19eecb264f01e1e3f8aa07640004d7b">setInitialSolution</a> (RealVector const &amp;<a class="el" href="classshark_1_1_svm_problem.html#a97a8afab15ad38ec1fb321317f9454a1">alpha</a>, RealVector const &amp;<a class="el" href="classshark_1_1_svm_problem.html#ae638f4ac4dba40b797e5f6cfd2244c77">gradient</a>)</td></tr>
<tr class="memdesc:aa19eecb264f01e1e3f8aa07640004d7b inherit pub_methods_classshark_1_1_svm_problem"><td class="mdescLeft">&#160;</td><td class="mdescRight">Define the initial solution for the iterative solver.  <br /></td></tr>
<tr class="separator:aa19eecb264f01e1e3f8aa07640004d7b inherit pub_methods_classshark_1_1_svm_problem"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a21e030b9a4e898dd8ca16f555cad4447 inherit pub_methods_classshark_1_1_svm_problem" id="r_a21e030b9a4e898dd8ca16f555cad4447"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_svm_problem.html#a21e030b9a4e898dd8ca16f555cad4447">setInitialSolution</a> (RealVector const &amp;<a class="el" href="classshark_1_1_svm_problem.html#a97a8afab15ad38ec1fb321317f9454a1">alpha</a>)</td></tr>
<tr class="memdesc:a21e030b9a4e898dd8ca16f555cad4447 inherit pub_methods_classshark_1_1_svm_problem"><td class="mdescLeft">&#160;</td><td class="mdescRight">Define the initial solution for the iterative solver.  <br /></td></tr>
<tr class="separator:a21e030b9a4e898dd8ca16f555cad4447 inherit pub_methods_classshark_1_1_svm_problem"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a218c29273fd1258c287357a1b0493918 inherit pub_methods_classshark_1_1_svm_problem" id="r_a218c29273fd1258c287357a1b0493918"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_svm_problem.html#a218c29273fd1258c287357a1b0493918">deactivateVariable</a> (std::size_t i)</td></tr>
<tr class="memdesc:a218c29273fd1258c287357a1b0493918 inherit pub_methods_classshark_1_1_svm_problem"><td class="mdescLeft">&#160;</td><td class="mdescRight">Remove the i-th example from the problem while taking the equality constraint into account.  <br /></td></tr>
<tr class="separator:a218c29273fd1258c287357a1b0493918 inherit pub_methods_classshark_1_1_svm_problem"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a0c80f38017ca75c1b2a6bc3654e0b627 inherit pub_methods_classshark_1_1_svm_problem" id="r_a0c80f38017ca75c1b2a6bc3654e0b627"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_svm_problem.html#a0c80f38017ca75c1b2a6bc3654e0b627">activateVariable</a> (std::size_t i)</td></tr>
<tr class="memdesc:a0c80f38017ca75c1b2a6bc3654e0b627 inherit pub_methods_classshark_1_1_svm_problem"><td class="mdescLeft">&#160;</td><td class="mdescRight">Reactivate an previously deactivated variable.  <br /></td></tr>
<tr class="separator:a0c80f38017ca75c1b2a6bc3654e0b627 inherit pub_methods_classshark_1_1_svm_problem"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a2906035d35c845bde74e931a3b7b57d0 inherit pub_methods_classshark_1_1_svm_problem" id="r_a2906035d35c845bde74e931a3b7b57d0"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_svm_problem.html#a2906035d35c845bde74e931a3b7b57d0">flipCoordinates</a> (std::size_t i, std::size_t j)</td></tr>
<tr class="memdesc:a2906035d35c845bde74e931a3b7b57d0 inherit pub_methods_classshark_1_1_svm_problem"><td class="mdescLeft">&#160;</td><td class="mdescRight">exchange two variables via the permutation  <br /></td></tr>
<tr class="separator:a2906035d35c845bde74e931a3b7b57d0 inherit pub_methods_classshark_1_1_svm_problem"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a0390d19fab99eb4c47afd40ce22deb81 inherit pub_methods_classshark_1_1_svm_problem" id="r_a0390d19fab99eb4c47afd40ce22deb81"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_svm_problem.html#a0390d19fab99eb4c47afd40ce22deb81">scaleBoxConstraints</a> (double factor, double variableScalingFactor)</td></tr>
<tr class="memdesc:a0390d19fab99eb4c47afd40ce22deb81 inherit pub_methods_classshark_1_1_svm_problem"><td class="mdescLeft">&#160;</td><td class="mdescRight">Scales all box constraints by a constant factor and adapts the solution using a separate scaling.  <br /></td></tr>
<tr class="separator:a0390d19fab99eb4c47afd40ce22deb81 inherit pub_methods_classshark_1_1_svm_problem"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a33eaf27af1bb982dcd7f965fcfbce884 inherit pub_methods_classshark_1_1_svm_problem" id="r_a33eaf27af1bb982dcd7f965fcfbce884"><td class="memItemLeft" align="right" valign="top">double&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_svm_problem.html#a33eaf27af1bb982dcd7f965fcfbce884">checkKKT</a> () const</td></tr>
<tr class="separator:a33eaf27af1bb982dcd7f965fcfbce884 inherit pub_methods_classshark_1_1_svm_problem"><td class="memSeparator" colspan="2">&#160;</td></tr>
</table><table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="inherited" name="inherited"></a>
Additional Inherited Members</h2></td></tr>
<tr class="inherit_header pub_types_structshark_1_1_box_based_shrinking_strategy"><td colspan="2" onclick="javascript:toggleInherit('pub_types_structshark_1_1_box_based_shrinking_strategy')"><img src="closed.png" alt="-"/>&#160;Public Types inherited from <a class="el" href="structshark_1_1_box_based_shrinking_strategy.html">shark::BoxBasedShrinkingStrategy&lt; SvmProblem&lt; Problem &gt; &gt;</a></td></tr>
<tr class="memitem:a0d3ff342a04259d796737f143756c170 inherit pub_types_structshark_1_1_box_based_shrinking_strategy" id="r_a0d3ff342a04259d796737f143756c170"><td class="memItemLeft" align="right" valign="top">typedef Problem::QpFloatType&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structshark_1_1_box_based_shrinking_strategy.html#a0d3ff342a04259d796737f143756c170">QpFloatType</a></td></tr>
<tr class="separator:a0d3ff342a04259d796737f143756c170 inherit pub_types_structshark_1_1_box_based_shrinking_strategy"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a75302b71e238815a8b5c8dc663add783 inherit pub_types_structshark_1_1_box_based_shrinking_strategy" id="r_a75302b71e238815a8b5c8dc663add783"><td class="memItemLeft" align="right" valign="top">typedef Problem::MatrixType&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structshark_1_1_box_based_shrinking_strategy.html#a75302b71e238815a8b5c8dc663add783">MatrixType</a></td></tr>
<tr class="separator:a75302b71e238815a8b5c8dc663add783 inherit pub_types_structshark_1_1_box_based_shrinking_strategy"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a8e49b05f112110b820b466c39ac9042e inherit pub_types_structshark_1_1_box_based_shrinking_strategy" id="r_a8e49b05f112110b820b466c39ac9042e"><td class="memItemLeft" align="right" valign="top">typedef Problem::PreferedSelectionStrategy&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structshark_1_1_box_based_shrinking_strategy.html#a8e49b05f112110b820b466c39ac9042e">PreferedSelectionStrategy</a></td></tr>
<tr class="separator:a8e49b05f112110b820b466c39ac9042e inherit pub_types_structshark_1_1_box_based_shrinking_strategy"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="inherit_header pub_types_classshark_1_1_svm_problem"><td colspan="2" onclick="javascript:toggleInherit('pub_types_classshark_1_1_svm_problem')"><img src="closed.png" alt="-"/>&#160;Public Types inherited from <a class="el" href="classshark_1_1_svm_problem.html">shark::SvmProblem&lt; Problem &gt;</a></td></tr>
<tr class="memitem:a36f9963fc67abd79168cc9bcbaf98b6c inherit pub_types_classshark_1_1_svm_problem" id="r_a36f9963fc67abd79168cc9bcbaf98b6c"><td class="memItemLeft" align="right" valign="top">typedef Problem::QpFloatType&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_svm_problem.html#a36f9963fc67abd79168cc9bcbaf98b6c">QpFloatType</a></td></tr>
<tr class="separator:a36f9963fc67abd79168cc9bcbaf98b6c inherit pub_types_classshark_1_1_svm_problem"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a4e039c8a44164e2f96137119779ef344 inherit pub_types_classshark_1_1_svm_problem" id="r_a4e039c8a44164e2f96137119779ef344"><td class="memItemLeft" align="right" valign="top">typedef Problem::MatrixType&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_svm_problem.html#a4e039c8a44164e2f96137119779ef344">MatrixType</a></td></tr>
<tr class="separator:a4e039c8a44164e2f96137119779ef344 inherit pub_types_classshark_1_1_svm_problem"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:acef7c20b210e81a62d01e9eadd61dc49 inherit pub_types_classshark_1_1_svm_problem" id="r_acef7c20b210e81a62d01e9eadd61dc49"><td class="memItemLeft" align="right" valign="top">typedef <a class="el" href="structshark_1_1_lib_s_v_m_selection_criterion.html">LibSVMSelectionCriterion</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_svm_problem.html#acef7c20b210e81a62d01e9eadd61dc49">PreferedSelectionStrategy</a></td></tr>
<tr class="separator:acef7c20b210e81a62d01e9eadd61dc49 inherit pub_types_classshark_1_1_svm_problem"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="inherit_header pro_methods_classshark_1_1_svm_problem"><td colspan="2" onclick="javascript:toggleInherit('pro_methods_classshark_1_1_svm_problem')"><img src="closed.png" alt="-"/>&#160;Protected Member Functions inherited from <a class="el" href="classshark_1_1_svm_problem.html">shark::SvmProblem&lt; Problem &gt;</a></td></tr>
<tr class="memitem:aca60a43765c528fb1e2e5a5acb495de8 inherit pro_methods_classshark_1_1_svm_problem" id="r_aca60a43765c528fb1e2e5a5acb495de8"><td class="memItemLeft" align="right" valign="top">virtual void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_svm_problem.html#aca60a43765c528fb1e2e5a5acb495de8">applyStep</a> (std::size_t i, std::size_t j, double step)</td></tr>
<tr class="memdesc:aca60a43765c528fb1e2e5a5acb495de8 inherit pro_methods_classshark_1_1_svm_problem"><td class="mdescLeft">&#160;</td><td class="mdescRight">Update the problem by a proposed step i taking the box constraints into account.  <br /></td></tr>
<tr class="separator:aca60a43765c528fb1e2e5a5acb495de8 inherit pro_methods_classshark_1_1_svm_problem"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ade0b5d8577fdb5fde149f542babc1369 inherit pro_methods_classshark_1_1_svm_problem" id="r_ade0b5d8577fdb5fde149f542babc1369"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_svm_problem.html#ade0b5d8577fdb5fde149f542babc1369">updateAlphaStatus</a> (std::size_t i)</td></tr>
<tr class="separator:ade0b5d8577fdb5fde149f542babc1369 inherit pro_methods_classshark_1_1_svm_problem"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:abb9d0ed983afddf9bcc3b856c8b04b02 inherit pro_methods_classshark_1_1_svm_problem" id="r_abb9d0ed983afddf9bcc3b856c8b04b02"><td class="memItemLeft" align="right" valign="top">bool&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_svm_problem.html#abb9d0ed983afddf9bcc3b856c8b04b02">testShrinkVariable</a> (std::size_t a, double largestUp, double smallestDown) const</td></tr>
<tr class="separator:abb9d0ed983afddf9bcc3b856c8b04b02 inherit pro_methods_classshark_1_1_svm_problem"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="inherit_header pro_attribs_classshark_1_1_svm_problem"><td colspan="2" onclick="javascript:toggleInherit('pro_attribs_classshark_1_1_svm_problem')"><img src="closed.png" alt="-"/>&#160;Protected Attributes inherited from <a class="el" href="classshark_1_1_svm_problem.html">shark::SvmProblem&lt; Problem &gt;</a></td></tr>
<tr class="memitem:adb2ad6ad0ad2571b0985f767347223d3 inherit pro_attribs_classshark_1_1_svm_problem" id="r_adb2ad6ad0ad2571b0985f767347223d3"><td class="memItemLeft" align="right" valign="top">Problem&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_svm_problem.html#adb2ad6ad0ad2571b0985f767347223d3">m_problem</a></td></tr>
<tr class="separator:adb2ad6ad0ad2571b0985f767347223d3 inherit pro_attribs_classshark_1_1_svm_problem"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:abe3da8520eacc5b4c5c5f1b051ad726c inherit pro_attribs_classshark_1_1_svm_problem" id="r_abe3da8520eacc5b4c5c5f1b051ad726c"><td class="memItemLeft" align="right" valign="top">RealVector&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_svm_problem.html#abe3da8520eacc5b4c5c5f1b051ad726c">m_gradient</a></td></tr>
<tr class="memdesc:abe3da8520eacc5b4c5c5f1b051ad726c inherit pro_attribs_classshark_1_1_svm_problem"><td class="mdescLeft">&#160;</td><td class="mdescRight">gradient of the objective function at the current alpha  <br /></td></tr>
<tr class="separator:abe3da8520eacc5b4c5c5f1b051ad726c inherit pro_attribs_classshark_1_1_svm_problem"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a53377e65ea2637c37acb3f7523a837fc inherit pro_attribs_classshark_1_1_svm_problem" id="r_a53377e65ea2637c37acb3f7523a837fc"><td class="memItemLeft" align="right" valign="top">std::size_t&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_svm_problem.html#a53377e65ea2637c37acb3f7523a837fc">m_active</a></td></tr>
<tr class="separator:a53377e65ea2637c37acb3f7523a837fc inherit pro_attribs_classshark_1_1_svm_problem"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a37d6169989efa917c76435eb50167a7b inherit pro_attribs_classshark_1_1_svm_problem" id="r_a37d6169989efa917c76435eb50167a7b"><td class="memItemLeft" align="right" valign="top">std::vector&lt; char &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_svm_problem.html#a37d6169989efa917c76435eb50167a7b">m_alphaStatus</a></td></tr>
<tr class="memdesc:a37d6169989efa917c76435eb50167a7b inherit pro_attribs_classshark_1_1_svm_problem"><td class="mdescLeft">&#160;</td><td class="mdescRight">Stores the status, whther alpha is on the lower or upper bound, or whether it is free.  <br /></td></tr>
<tr class="separator:a37d6169989efa917c76435eb50167a7b inherit pro_attribs_classshark_1_1_svm_problem"><td class="memSeparator" colspan="2">&#160;</td></tr>
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<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
<div class="textblock"><div class="compoundTemplParams">template&lt;class Problem&gt;<br />
class shark::SvmShrinkingProblem&lt; Problem &gt;</div>
<p class="definition">Definition at line <a class="el" href="_svm_problems_8h_source.html#l00646">646</a> of file <a class="el" href="_svm_problems_8h_source.html">SvmProblems.h</a>.</p>
</div><h2 class="groupheader">Constructor &amp; Destructor Documentation</h2>
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<h2 class="memtitle"><span class="permalink"><a href="#a520bb3904668c9c62b43aad128ada107">&#9670;&#160;</a></span>SvmShrinkingProblem()</h2>

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template&lt;class Problem &gt; </div>
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          <td class="memname"><a class="el" href="classshark_1_1_svm_shrinking_problem.html">shark::SvmShrinkingProblem</a>&lt; Problem &gt;::SvmShrinkingProblem </td>
          <td>(</td>
          <td class="paramtype">Problem &amp;&#160;</td>
          <td class="paramname"><em>problem</em>, </td>
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          <td class="paramtype">bool&#160;</td>
          <td class="paramname"><em>shrink</em> = <code>true</code>&#160;</td>
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          <td>)</td>
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<p class="definition">Definition at line <a class="el" href="_svm_problems_8h_source.html#l00648">648</a> of file <a class="el" href="_svm_problems_8h_source.html">SvmProblems.h</a>.</p>

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<hr/>The documentation for this class was generated from the following file:<ul>
<li>include/shark/Algorithms/QP/<a class="el" href="_svm_problems_8h_source.html">SvmProblems.h</a></li>
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